| Number of Variables | 17 |
|---|---|
| Number of Rows | 153572 |
| Missing Cells | 0 |
| Missing Cells (%) | 0.0% |
| Duplicate Rows | 0 |
| Duplicate Rows (%) | 0.0% |
| Total Size in Memory | 19.9 MB |
| Average Row Size in Memory | 136.0 B |
| Variable Types |
|
| d is skewed | Skewed |
|---|---|
| f is skewed | Skewed |
| g is skewed | Skewed |
| l is skewed | Skewed |
| m is skewed | Skewed |
| score is skewed | Skewed |
| a has constant length 1 | Constant Length |
| n has constant length 1 | Constant Length |
| p has constant length 1 | Constant Length |
| week_of_year has constant length 1 | Constant Length |
| is_weekend has constant length 1 | Constant Length |
|---|---|
| fraude has constant length 1 | Constant Length |
| f has 32550 (21.2%) zeros | Zeros |
| h has 10502 (6.84%) zeros | Zeros |
| m has 12130 (7.9%) zeros | Zeros |
categorical
| Approximate Distinct Count | 4 |
|---|---|
| Approximate Unique (%) | 0.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory Size | 10135752 |
| Mean | 1 |
|---|---|
| Standard Deviation | 0 |
| Median | 1 |
| Minimum | 1 |
| Maximum | 1 |
| 1st row | 3 |
|---|---|
| 2nd row | 3 |
| 3rd row | 3 |
| 4th row | 3 |
| 5th row | 3 |
| Count | 0 |
|---|---|
| Lowercase Letter | 0 |
| Space Separator | 0 |
| Uppercase Letter | 0 |
| Dash Punctuation | 0 |
| Decimal Number | 153572 |
numerical
| Approximate Distinct Count | 77968 |
|---|---|
| Approximate Unique (%) | 50.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 2457152 |
| Mean | 0.7444 |
| Minimum | 0.4863 |
| Maximum | 0.9985 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 0.4863 |
|---|---|
| 5-th Percentile | 0.5761 |
| Q1 | 0.7016 |
| Median | 0.7564 |
| Q3 | 0.7996 |
| 95-th Percentile | 0.8608 |
| Maximum | 0.9985 |
| Range | 0.5122 |
| IQR | 0.09791 |
| Mean | 0.7444 |
|---|---|
| Standard Deviation | 0.08379 |
| Variance | 0.00702 |
| Sum | 114321.4723 |
| Skewness | -0.5981 |
| Kurtosis | 0.4552 |
| Coefficient of Variation | 0.1126 |
numerical
| Approximate Distinct Count | 51 |
|---|---|
| Approximate Unique (%) | 0.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 2457152 |
| Mean | 18.4347 |
| Minimum | 0 |
| Maximum | 50 |
| Zeros | 1613 |
| Zeros (%) | 1.1% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 0 |
|---|---|
| 5-th Percentile | 1 |
| Q1 | 3 |
| Median | 11 |
| Q3 | 33 |
| 95-th Percentile | 50 |
| Maximum | 50 |
| Range | 50 |
| IQR | 30 |
| Mean | 18.4347 |
|---|---|
| Standard Deviation | 17.8667 |
| Variance | 319.2195 |
| Sum | 2.8311e+06 |
| Skewness | 0.71 |
| Kurtosis | -1.0076 |
| Coefficient of Variation | 0.9692 |
numerical
| Approximate Distinct Count | 54150 |
|---|---|
| Approximate Unique (%) | 35.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 2457152 |
| Mean | 9.6864 |
| Minimum | -5 |
| Maximum | 78 |
| Zeros | 32550 |
| Zeros (%) | 21.2% |
| Negatives | 1341 |
| Negatives (%) | 0.9% |
| Minimum | -5 |
|---|---|
| 5-th Percentile | 0 |
| Q1 | 0.3467 |
| Median | 3 |
| Q3 | 12 |
| 95-th Percentile | 45 |
| Maximum | 78 |
| Range | 83 |
| IQR | 11.6533 |
| Mean | 9.6864 |
|---|---|
| Standard Deviation | 14.9789 |
| Variance | 224.3689 |
| Sum | 1.4876e+06 |
| Skewness | 2.2183 |
| Kurtosis | 4.7959 |
| Coefficient of Variation | 1.5464 |
numerical
| Approximate Distinct Count | 41 |
|---|---|
| Approximate Unique (%) | 0.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 2457152 |
| Mean | 6.4539 |
| Minimum | -1 |
| Maximum | 50 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negatives | 109 |
| Negatives (%) | 0.1% |
| Minimum | -1 |
|---|---|
| 5-th Percentile | 2 |
| Q1 | 6 |
| Median | 6 |
| Q3 | 6 |
| 95-th Percentile | 6 |
| Maximum | 50 |
| Range | 51 |
| IQR | 0 |
| Mean | 6.4539 |
|---|---|
| Standard Deviation | 5.8479 |
| Variance | 34.1978 |
| Sum | 991134 |
| Skewness | 6.6238 |
| Kurtosis | 44.3378 |
| Coefficient of Variation | 0.9061 |
numerical
| Approximate Distinct Count | 49 |
|---|---|
| Approximate Unique (%) | 0.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 2457152 |
| Mean | 12.3658 |
| Minimum | 0 |
| Maximum | 48 |
| Zeros | 10502 |
| Zeros (%) | 6.8% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 0 |
|---|---|
| 5-th Percentile | 0 |
| Q1 | 4 |
| Median | 9 |
| Q3 | 18 |
| 95-th Percentile | 36 |
| Maximum | 48 |
| Range | 48 |
| IQR | 14 |
| Mean | 12.3658 |
|---|---|
| Standard Deviation | 11.0125 |
| Variance | 121.2763 |
| Sum | 1.899e+06 |
| Skewness | 1.1282 |
| Kurtosis | 0.7381 |
| Coefficient of Variation | 0.8906 |
numerical
| Approximate Distinct Count | 153572 |
|---|---|
| Approximate Unique (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 2457152 |
| Mean | 0.4997 |
| Minimum | 4.18e-06 |
| Maximum | 1 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 4.18e-06 |
|---|---|
| 5-th Percentile | 0.074 |
| Q1 | 0.2834 |
| Median | 0.5017 |
| Q3 | 0.7136 |
| 95-th Percentile | 0.9231 |
| Maximum | 1 |
| Range | 1 |
| IQR | 0.4303 |
| Mean | 0.4997 |
|---|---|
| Standard Deviation | 0.2637 |
| Variance | 0.06952 |
| Sum | 76732.9757 |
| Skewness | -0.008111 |
| Kurtosis | -1.0373 |
| Coefficient of Variation | 0.5277 |
numerical
| Approximate Distinct Count | 78624 |
|---|---|
| Approximate Unique (%) | 51.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 2457152 |
| Mean | 1585.8479 |
| Minimum | 0 |
| Maximum | 6390 |
| Zeros | 1759 |
| Zeros (%) | 1.1% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 0 |
|---|---|
| 5-th Percentile | 32.4433 |
| Q1 | 418.1301 |
| Median | 1187.3495 |
| Q3 | 2397 |
| 95-th Percentile | 4602 |
| Maximum | 6390 |
| Range | 6390 |
| IQR | 1978.8699 |
| Mean | 1585.8479 |
|---|---|
| Standard Deviation | 1431.8627 |
| Variance | 2.0502e+06 |
| Sum | 2.4354e+08 |
| Skewness | 1.0494 |
| Kurtosis | 0.3858 |
| Coefficient of Variation | 0.9029 |
numerical
| Approximate Distinct Count | 70957 |
|---|---|
| Approximate Unique (%) | 46.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 2457152 |
| Mean | 210.6646 |
| Minimum | 0 |
| Maximum | 1040 |
| Zeros | 12130 |
| Zeros (%) | 7.9% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 0 |
|---|---|
| 5-th Percentile | 0 |
| Q1 | 29.3672 |
| Median | 126.665 |
| Q3 | 319.5595 |
| 95-th Percentile | 721 |
| Maximum | 1040 |
| Range | 1040 |
| IQR | 290.1923 |
| Mean | 210.6646 |
|---|---|
| Standard Deviation | 230.7373 |
| Variance | 53239.6969 |
| Sum | 3.2352e+07 |
| Skewness | 1.3676 |
| Kurtosis | 1.2766 |
| Coefficient of Variation | 1.0953 |
categorical
| Approximate Distinct Count | 2 |
|---|---|
| Approximate Unique (%) | 0.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory Size | 10135752 |
| Mean | 1 |
|---|---|
| Standard Deviation | 0 |
| Median | 1 |
| Minimum | 1 |
| Maximum | 1 |
| 1st row | 1 |
|---|---|
| 2nd row | 1 |
| 3rd row | 1 |
| 4th row | 1 |
| 5th row | 1 |
| Count | 0 |
|---|---|
| Lowercase Letter | 0 |
| Space Separator | 0 |
| Uppercase Letter | 0 |
| Dash Punctuation | 0 |
| Decimal Number | 153572 |
categorical
| Approximate Distinct Count | 3 |
|---|---|
| Approximate Unique (%) | 0.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory Size | 10212795 |
| Mean | 1.5017 |
|---|---|
| Standard Deviation | 0.5 |
| Median | 2 |
| Minimum | 1 |
| Maximum | 2 |
| 1st row | -1 |
|---|---|
| 2nd row | 1 |
| 3rd row | 0 |
| 4th row | 1 |
| 5th row | -1 |
| Count | 0 |
|---|---|
| Lowercase Letter | 0 |
| Space Separator | 0 |
| Uppercase Letter | 0 |
| Dash Punctuation | 77043 |
| Decimal Number | 153572 |
categorical
| Approximate Distinct Count | 2 |
|---|---|
| Approximate Unique (%) | 0.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory Size | 10135752 |
| Mean | 1 |
|---|---|
| Standard Deviation | 0 |
| Median | 1 |
| Minimum | 1 |
| Maximum | 1 |
| 1st row | 1 |
|---|---|
| 2nd row | 1 |
| 3rd row | 1 |
| 4th row | 0 |
| 5th row | 1 |
| Count | 0 |
|---|---|
| Lowercase Letter | 0 |
| Space Separator | 0 |
| Uppercase Letter | 0 |
| Dash Punctuation | 0 |
| Decimal Number | 153572 |
numerical
| Approximate Distinct Count | 80320 |
|---|---|
| Approximate Unique (%) | 52.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 2457152 |
| Mean | 24.0385 |
| Minimum | 0.02 |
| Maximum | 79.51 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 0.02 |
|---|---|
| 5-th Percentile | 5.3 |
| Q1 | 11.1527 |
| Median | 20.4527 |
| Q3 | 32.82 |
| 95-th Percentile | 57.2335 |
| Maximum | 79.51 |
| Range | 79.49 |
| IQR | 21.6673 |
| Mean | 24.0385 |
|---|---|
| Standard Deviation | 16.153 |
| Variance | 260.918 |
| Sum | 3.6916e+06 |
| Skewness | 1.0154 |
| Kurtosis | 0.5719 |
| Coefficient of Variation | 0.672 |
numerical
| Approximate Distinct Count | 101 |
|---|---|
| Approximate Unique (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 2457152 |
| Mean | 58.345 |
| Minimum | 0 |
| Maximum | 100 |
| Zeros | 4101 |
| Zeros (%) | 2.7% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 0 |
|---|---|
| 5-th Percentile | 4 |
| Q1 | 27 |
| Median | 67 |
| Q3 | 88 |
| 95-th Percentile | 99 |
| Maximum | 100 |
| Range | 100 |
| IQR | 61 |
| Mean | 58.345 |
|---|---|
| Standard Deviation | 32.0836 |
| Variance | 1029.3574 |
| Sum | 8.9602e+06 |
| Skewness | -0.3911 |
| Kurtosis | -1.28 |
| Coefficient of Variation | 0.5499 |
categorical
| Approximate Distinct Count | 8 |
|---|---|
| Approximate Unique (%) | 0.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory Size | 10135752 |
| Mean | 1 |
|---|---|
| Standard Deviation | 0 |
| Median | 1 |
| Minimum | 1 |
| Maximum | 1 |
| 1st row | 2 |
|---|---|
| 2nd row | 1 |
| 3rd row | 1 |
| 4th row | 3 |
| 5th row | 4 |
| Count | 0 |
|---|---|
| Lowercase Letter | 0 |
| Space Separator | 0 |
| Uppercase Letter | 0 |
| Dash Punctuation | 0 |
| Decimal Number | 153572 |
categorical
| Approximate Distinct Count | 2 |
|---|---|
| Approximate Unique (%) | 0.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory Size | 10135752 |
| Mean | 1 |
|---|---|
| Standard Deviation | 0 |
| Median | 1 |
| Minimum | 1 |
| Maximum | 1 |
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 1 |
| 4th row | 0 |
| 5th row | 0 |
| Count | 0 |
|---|---|
| Lowercase Letter | 0 |
| Space Separator | 0 |
| Uppercase Letter | 0 |
| Dash Punctuation | 0 |
| Decimal Number | 153572 |
categorical
| Approximate Distinct Count | 2 |
|---|---|
| Approximate Unique (%) | 0.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory Size | 10135752 |
| Mean | 1 |
|---|---|
| Standard Deviation | 0 |
| Median | 1 |
| Minimum | 1 |
| Maximum | 1 |
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
| Count | 0 |
|---|---|
| Lowercase Letter | 0 |
| Space Separator | 0 |
| Uppercase Letter | 0 |
| Dash Punctuation | 0 |
| Decimal Number | 153572 |